Abstract
Introduction:
Hearing loss is a worldwide societal and public health concern. Globally, disabling hearing loss affects 538 million adults (men, 12.2%; women, 9.8%). This study examined the prevalence and risk factors associated with deafness or serious difficulty hearing in two nationally representative surveys.
Methods:
Data were analyzed in 2017 from the 2016 Behavioral Risk Factor Surveillance System (BRFSS) and the 2014 National Health Interview Survey. The BRFSS collected data through telephone interviews. The 2014 National Health Interview Survey collected face-to-face household interview data that included a hearing health supplement in the Sample Adult Core. Both surveys asked adults aged ≥18 years the disability question on deafness or serious difficulty hearing as defined by the American Community Survey. Weighted prevalence, prevalence ratios, and 95% CIs were calculated. Logistic regression was used to adjust for sociodemographic and geographic characteristics.
Results:
Prevalence of deafness or serious difficulty hearing was 5.8% (BRFSS) and 6.0% (National Health Interview Survey); males had a 60% higher prevalence than females. The prevalence was significantly associated with increasing age, lower educational level and income, and was higher among non-Hispanic whites than among non-Hispanic blacks and Hispanics. Deafness or serious difficulty hearing was strongly associated with increasing degree of self-reported trouble hearing in the National Health Interview Survey. The BRFSS state-specific prevalence varied from 3.8% to 13.3%, with higher prevalence in the most public health–challenged states according to America’s Health Rankings.
Conclusions:
The prevalence of deafness or serious difficulty hearing was approximately 6% in the National Health Interview Survey and BRFSS, but increased considerably for older, less advantaged individuals and in more public health–challenged states.
INTRODUCTION
Hearing loss is highly prevalent and represents a worldwide societal and public health issue. About half a billion people globally have disabling hearing loss.1,2 Hearing loss is associated with increased risk for falls, dementia, depression, and other conditions that contribute to poor health status and increased years lived with disability.3–7 Adult-onset hearing loss is the second leading cause of years lived with disability in high-income countries.7 Based on audiometric exams with the hearing loss criterion of better ear, pure-tone average of four speech-frequency thresholds (0.5, 1, 2, and 4 kHz) ≥20 dB HL (hearing level), an estimated 1.33 billion adults have mild or worse hearing loss.7
Older adults are disproportionately affected, with 36% of adults (males 46%, females 27%) aged 65–74 years having hearing loss defined by better ear pure-tone threshold averages >25 dB HL.8 A recent U.S. study compared hearing loss from 1999–2004 to 2011–2012, based on nationally representative samples of adults aged 20–69 years, and found that sex- and age-specific hearing loss prevalences decreased over time.9 In spite of the reduced prevalence, Americans are living longer and the currently observed reduction in sex- and age-specific adult hearing loss likely represents delayed onset.10 Hence, the number of older adults with hearing loss is expected to increase because of aging of the Baby Boomer generation and increasing life expectancy.11
In 2008, the American Community Survey implemented six questions for reporting disability.12–14 These questions have been included in the National Health Interview Survey (NHIS), as part of the Family Disability Questions File, since 2009. The hearing disability question in the Behavioral Risk Factor Surveillance System (BRFSS) was included for the first time in the 2016.
The purpose of this study is to compare estimates of deafness or serious difficulty hearing for U.S. adults based on the 2016 BRFSS and the 2014 NHIS. This study also examines risk associations with sociodemographic factors; other hearing health indicators (NHIS only); and geography (regions and states).
METHODS
Study Sample
The BRFSS is an annual, cross-sectional, state-based telephone survey of non-institutionalized adults residing in the U.S. Data on health risk behaviors, chronic health conditions, healthcare access, and use of clinical preventive services are collected from all 50 states and the District of Columbia. Responses are collected from the sampled person and not through proxy except in rare circumstances. The BRFSS consists of core questions, optional modules that include questions on specific topics, and state-added questions. The 2016 BRFSS included the American Community Survey–defined deafness or serious difficulty hearing question in the core section. Detailed information can be found in the BRFSS 2016 Summary.15 In 2016, a total of 486,303 adults completed interviews; the state median response rate was 49%. The BRFSS was reviewed by the Human Research Protection Office at the Centers for Disease Control and Prevention, and determined to be exempt research.
The NHIS is the principal source of information on the health of the civilian, non-institutionalized population of the U.S. and is conducted annually by the National Center for Health Statistics, Centers for Disease Control and Prevention. Information from the Sample Adult File; Family Disability Questions File (FDB); Household File; Person File; and Imputed Income File was used in this study. Information about deafness or serious difficulty hearing is included in the FDB, which is administered to a random half sample of respondents in the Person File.16 Information from the Household, Person, and FDB Files is provided by the family respondent who is not necessarily the sample adult. Sample adults are a randomly selected subset of adults in the Person File (one per family); information in the Sample Adult File is collected from the sample adult himself or herself. The FDB has its own weight, which was used to calculate prevalence estimates.
In 2014, the National Institute on Deafness and Other Communication Disorders, NIH, supported an expanded set of hearing health questions in the NHIS, the Hearing Supplement (HS), which was included on the Sample Adult Core. The first question in the 2014 NHIS-HS asked respondents to rate their hearing ability. In addition, respondents were asked to rank themselves on the Gallaudet Functional Hearing Scale.17 Both scales are subjective evaluations of hearing ability and were developed circa 1970 as proxy measures in lieu of audiometric exams that could not be implemented in the NHIS. Detailed information about the 2014 NHIS is available in the Survey Description.16 The 2014 adult questionnaire was completed by 36,697 adults with a final response rate of 58.9%.16
The NHIS adheres to Section 308(d) of the Public Health Service Act (42 U.S.C. 242m), which forbids disclosure of any information that may compromise the confidentiality promised to survey respondents. This study is exempt from IRB review because it used de-identified data that are publicly available.
Measures
Using data from the 2016 BRFSS and the 2014 NHIS, this study has examined the prevalence of deafness or serious difficulty hearing by sex, race/ethnicity, age, education, annual family income, geographic region, and state (BRFSS only). The BRFSS asked, Are you deaf or do you have serious difficulty hearing? The 2014 NHIS asked the identical question except that it allowed for proxy responses when the family respondent was not the sample person.
The 2014 NHIS-HS was selected to compare responses on the deafness or serious difficulty hearing question with other self-reported hearing health questions: (1) Have been told you have a hearing problem by friends or relatives? (2) Ever used a hearing aid? (3) How is your hearing, without using a hearing aid or other amplification device? Response options: excellent, good, a little trouble, moderate trouble, a lot of trouble hearing, and deaf. (4) Gallaudet Functional Hearing Scale: From across a quiet room, without seeing the face of the speaker, are you: (i) Able to hear and understand whispering? If no, then (ii) Talking in a normal voice? If no, then (iii) Shouting?13 (5) Have trouble hearing when there is background noise? (6) Feel frustrated with your hearing when talking to friends or relatives? Further information about the NHIS-HS questions is available at the website.16
Statistical Analysis
The Sample Adult File, FDB, Household File, Person File, and Imputed Income Files were merged. Weighted prevalence estimates were calculated as percentages with 95% CIs using the FDB weight. Logistic regression models were used to estimate prevalence ratios (PRs) in lieu of ORs, as ORs become increasingly biased estimates of relative risk when prevalences exceed 10%, as occurred for older age categories and self-reported hearing health–related questions.18–20
Statistical analyses were performed using SAS, version 9.4, and SUDAAN®, version 11.0, to calculate national estimates and CIs while accounting for the complex sampling designs. Variances used Taylor series approximation for 95% CI estimates. The FDB weight was used in the logistic regression to predict deafness or serious difficulty hearing in the NHIS. Analyses were adjusted for sociodemographic and geographic characteristics.
RESULTS
Among 42,195 NHIS adults in the Family Disability Question File, 669 (1.6%) did not provide valid responses for the hearing disability question and were treated as missing. Among 477,665 BRFSS adults, there were 14,070 (2.9%) who did not have a valid response and were also treated as missing. There were no differences in sex and age between those who did or did not provide valid responses. Weighted, adjusted prevalence estimates for deafness or serious difficulty hearing in the 2016 BRFSS are presented in Table 1. Among adults aged ≥18 years, the prevalence was 5.8% (14.0 million). Males had higher prevalence, 7.2% (95% CI=7.0%, 7.4%), than females, 4.5% (95% CI=4.3%, 4.6%). The adjusted PRs showed that prevalence was significantly higher for non-Hispanic (NH) American Indian/Alaska Native population compared with NH white, whereas the NH white adjusted prevalence was significantly higher compared with NH black and NH Asian. The adjusted prevalence was higher for adults who had not completed high school, whereas adults completing college or more years of education had significantly lower prevalence. The prevalence increased almost exponentially with age, rising from 1.6% for young adults aged 18–29 years to 23.4% for the oldest adults aged ≥ 80 years, and decreased linearly with annual family income from 8.6% for income < $20,000 to 3.2% for income ≥ $75,000. The Northeast region had the lowest prevalence whereas the South had the highest.
Table 1.
Weighted prevalence | ||||
---|---|---|---|---|
Characteristicsa | Sample, n (weighted %) | % (95% CI) | p-value | Adjusted PRb (95%CI) |
All | 463,595 | 5.8 (5.7, 5.9) | ||
Sex | <0.001 | |||
Men | 201,050 (48.7) | 7.2 (7.0, 7.4) | 1.89 (1.81, 1.97) *** | |
Women | 262,494 (51.3) | 4.5 (4.3, 4.6) | 1.00 (ref) | |
Age group, years | <0.001 | |||
18–29 | 46,876 (20.8) | 1.6 (1.4, 1.8) | 1.00 (ref) | |
30–39 | 50,110 (17.3) | 2.0 (1.8, 2.2) | 1.39 (1.20, 1.61) *** | |
40–49 | 58,707 (15.9) | 3.3 (3.0, 3.6) | 2.33 (2.03, 2.67) *** | |
50–59 | 88,946 (17.4) | 5.5 (5.2, 5.8) | 3.70 (3.27, 4.20) *** | |
60–69 | 109,033 (15.3) | 9.0 (8.6, 9.3) | 5.86 (5.20, 6.59) *** | |
70–79 | 72,064 (9.0) | 14.0 (13.4, 14.6) | 8.64 (7.66, 9.76) *** | |
≥80 | 37,859 (4.3) | 23.4 (22.4, 24.4) | 13.73 (12.15, 15.51) *** | |
Race/ethnicity | <0.001 | |||
Non-Hispanic white | 358,319 (63.2) | 6.7 (6.5, 6.8) | 1.00 (ref) | |
Non-Hispanic black | 37,221 (11.6) | 3.9 (3.6, 4.3) | 0.61 (0.55, 0.67) *** | |
Hispanic | 31,708 (15.4) | 4.2 (3.9, 4.7) | 0.72 (0.65, 0.79) *** | |
Non-Hispanic American Indian/Alaska Native | 6,958 (0.9) | 10.4 (9.1, 11.9) | 1.55 (1.36, 1.76) *** | |
Asian | 9,497 (5.1) | 2.3 (1.7, 3.1) | 0.57 (0.43, 0.77) *** | |
Non-Hispanic other | 11,943 (2.0) | 6.9 (6.1, 7.9) | 1.29 (1.13, 1.47) *** | |
Education | < 0.001 | |||
<High school diploma | 34,889 (13.6) | 9.4 (8.8, 10.0) | 1.77 (1.64, 1.91) *** | |
High school diploma | 129,767 (28.0) | 6.5 (6.3, 6.7) | 1.39 (1.31, 1.47) *** | |
Some college | 127,744 (31.1) | 5.5 (5.3, 5.7) | 1.35 (1.27, 1.43) *** | |
≥ College degree | 169,819 (26.9) | 3.6 (3.5, 3.8) | 1.00 (ref) | |
Income | <0.001 | |||
< $20,000 | 67,595 (15.5) | 8.6 (8.2, 9.0) | 2.14 (1.98, 2.33) *** | |
$20,000–<$35,000 | 78,694 (16.7) | 7.4 (7.0, 7.7) | 1.74 (1.60, 1.88) *** | |
$35,000–<$50,000 | 56,679 (11.5) | 5.7 (5.4, 6.0) | 1.39 (1.28, 1.51) *** | |
$50,000–<$75,000 | 63,447 (12.8) | 4.8 (4.5, 5.1) | 1.26 (1.16, 1.37) *** | |
≥ $75,000 | 124,761 (28.2) | 3.2 (3.0, 3.4) | 1.00 (ref) | |
Regionc | <0.001 | |||
Northeast | 93,461 (17.7) | 4.9 (4.7, 5.2) | 1.00 (ref) | |
Midwest | 112,736 (21.1) | 5.9 (5.7, 6.2) | 1.15 (1.08, 1.22) *** | |
South | 156,036 (37.9) | 6.4 (6.2, 6.6) | 1.28 (1.20, 1.36) *** | |
West | 101,362 (23.3) | 5.4 (5.1, 5.7) | 1.17 (1.09, 1.26) *** |
Note: Boldface indicates statistical significance (***p<0.001) compared to the ref groups.
Some variables had missing data: sex (n=51); race/ethnicity (n=7,949); education n=1,376); and income (n=72,419).
Adjusted for all other variables listed in the table.
Northeast region includes Connecticut, Maine, Massachusetts, New Hampshire, New Jersey, New York, Pennsylvania, Rhode Island, and Vermont; Midwest region includes Illinois, Indiana, Iowa, Kansas, Michigan, Minnesota, Missouri, Nebraska, North Dakota, Ohio, South Dakota, and Wisconsin; South region includes Alabama, Arkansas, Delaware, District of Columbia, Florida, Georgia, Kentucky, Louisiana, Maryland, Mississippi, North Carolina, Oklahoma, South Carolina, Tennessee, Texas, Virginia, and West Virginia; West region includes Alaska, Arizona, California, Colorado, Hawaii, Idaho, Montana, Nevada, New Mexico, Oregon, Utah, Washington, and Wyoming.
BRFSS, Behavioral Risk Factor Surveillance System; PR, prevalence ratio.
The comparison of results from the 2016 BRFSS and the 2014 NHIS provided an opportunity to investigate the empirical validity of the response to deafness or serious difficulty hearing in the NHIS in comparison with their self-reported trouble hearing status (Table 2). The percentages of adults with trouble hearing status were as follows: a little trouble (11.1%); moderate trouble (4.2%); a lot of trouble hearing (2.3%); and deaf (0.3%). However, the contribution to the deafness or serious difficulty hearing sample adults from each of the trouble hearing categories was more evenly distributed: a little trouble 387 (27.8%); moderate trouble 388 (30.5%); a lot of trouble hearing 380 (26.8%)—except for the self-reported deaf 48 (4.5%). Hence, individuals reported as having deafness or serious difficulty hearing represent a broad spectrum of trouble hearing, with nearly the same percentage (26.8% to 30.5%) contributed from the three categories: a little trouble, moderate trouble, or a lot of trouble hearing, whereas the relative contribution from the self-reported deaf was much smaller.
Table 2.
Reported hearing acuity (without a hearing aid or other amplification device) | Total sample number,a n (weighted %) | Deaf or have serious difficulty hearing | |
---|---|---|---|
Yes, n (weighted %) | No, n (weighted %) | ||
Total | 18,391 (100.0) | 1,343 (100.0) | 17,048 (100.0) |
Excellent | 8,947 (49.4) | 47 (3.7) | 8,900 (52.9) |
Good | 6,080 (32.7) | 93 (6.8) | 5,987 (34.7) |
A little trouble | 2,076 (11.1) | 387 (27.8) | 1,689 (9.8) |
Moderate trouble | 790 (4.2) | 388 (30.5) | 402 (2.2) |
A lot of trouble | 449 (2.3) | 380 (26.8) | 69 (0.4) |
Deaf | 49 (0.3) | 48 (4.5) | 1 (0.0) |
The total sample number consisted of those who reported hearing status from the Sample Adult File and hearing disability (“deafness or serious difficulty hearing”) from the Family Disability Questions File.
NHIS, National Health Interview Survey.
The overall prevalence of deafness or serious difficulty hearing was 6.0% (14.1 million) among adults aged ≥18 years in the 2014 NHIS. Males had higher prevalence, 7.3% (95% CI=6.8%, 7.8%), than females, 4.8% (95% CI=4.5%, 5.2%). The prevalence by sociodemographic characteristics and geographic region, as well as the adjusted PRs, for the 2014 NHIS are presented in Table 3. Prevalence of deafness or serious difficulty hearing was significantly higher in NH white compared with Hispanic, NH black, and NH Asian. The prevalence decreased with increasing level of education. The prevalence increased sharply with age from 1.2% for young adults aged 18–29 years to 31.5% for older adults aged ≥ 80 years. However, for annual family income, the prevalence decreased linearly from 8.7% for income < $20,000 to 3.8% for income ≥ $75,000. Prevalence was lowest in the Northeast and highest in the South.
Table 3.
Weighted prevalence | Adjusted PR (95% CI)b | ||||
---|---|---|---|---|---|
Characteristics | Samplea n (weighted %) | % (95% CI) | p-value | Full sample | Sub-samplec |
All | 41,339 (100.0) | 6.0 (5.7, 6.3) | |||
Socio-demographic and geographic characteristics | |||||
Sex | <0.001 | ||||
Male | 19,531 (48.2) | 7.3 (6.8, 7.8) | 1.75 (1.60, 1.93) *** | 1.85 (1.66, 2.06) *** | |
Female | 21,808 (51.8) | 4.8 (4.5, 5.2) | ref | ref | |
Age, years | <0.001 | ||||
18–29 | 8,500 (21.4) | 1.2 (0.9, 1.5) | ref | ref | |
30–39 | 7,232 (16.8) | 1.3 (1.1, 1.7) | 1.27 (0.94, 1.72) | 1.60 (1.13, 2.27)*** | |
40–49 | 7,293 (17.1) | 2.3 (1.9, 2.8) | 2.26 (1.68, 3.03) *** | 2.81 (1.95, 4.04) *** | |
50–59 | 7,597 (18.2) | 5.2 (4.6, 5.9) | 4.80 (3.69, 6.25) *** | 6.62 (4.80, 9.12) *** | |
60–69 | 5,704 (14.0) | 10.0 (9.0, 11.1) | 8.78 (6.88, 11.21) *** | 12.53 (9.14, 17.18) *** | |
70–79 | 3,204 (8.0) | 17.0 (15.3, 18.8) | 14.02 (10.84, 18.13) *** | 18.92 (13.86, 25.81) *** | |
≥80 | 1,809 (4.5) | 31.5 (28.7, 34.4) | 25.40 (19.67, 32.79) *** | 38.89 (28.66, 52.76) *** | |
Race/ethnicity | < 0.001 | ||||
Hispanic | 7,898 (15.0) | 3.7 (3.2, 4.3) | 0.70 (0.60, 0.83) *** | 0.68 (0.56, 0.82) *** | |
Non-Hispanic black | 5,107 (11.6) | 3.9 (3.3, 4.5) | 0.63 (0.53, 0.74) *** | 0.54 (0.44, 0.66) *** | |
Non-Hispanic white | 24,532 (65.9) | 7.1 (6.1, 6.9) | ref | ref | |
Non-Hispanic Asian | 2,702 (5.4) | 3.7 (2.9, 4.7) | 0.72 (0.57, 0.91) ** | 0.68 (0.53, 0.89) ** | |
Non-Hispanic American Indian /Alaska Native | 282 (0.5) | 6.5 (4.1, 10.3) | 1.02 (0.65, 1.59) | 1.18 (0.74, 1.86) | |
Non-Hispanic other | 818 (1.6) | 4.0 (2.6, 6.1) | 0.84 (055, 1.27) | 0.80 (0.49, 1.31) | |
Education | < 0.001 | ||||
<High school diploma | 5,312 (11.1) | 9.8 (8.8, 10.9) | 1.60 (1.34, 1.90) *** | 1.63 (1.34, 1.97) *** | |
High school diploma | 12,153 (28.8) | 6.9 (6.4, 7.5) | 1.36 (1.18, 1.56) *** | 1.38 (1.18, 1.61) *** | |
Some college | 12,323 (30.1) | 5.5 (5.0, 6.1) | 1.38 (1.19, 1.61) *** | 1.42 (1.19, 1.68) *** | |
≥ College degree | 11,011 (28.6) | 4.1 (3.6, 4.6) | ref | ref | |
Family income | < 0.001 | ||||
<$20,000 | 6,896 (15.5) | 8.7 (7.8, 9.6) | 1.67 (1.43, 1.97) *** | 1.48 (1.23, 1.77) *** | |
$20,000–<$35,000 | 6,802 (15.7) | 8.8 (7.9, 9.8) | 1.49 (1.29, 1.72) *** | 1.41 (1.20, 1.66) *** | |
$35,000–<$50,000 | 5,770 (13.8) | 5.9 (5.2, 6.8) | 1.15 (0.99, 1.35) | 1.13 (0.94, 1.35) | |
$50,000–<$75,000 | 7,284 (17.5) | 5.9 (5.2, 6.7) | 1.25 (1.06, 1.47) ** | 1.24 (1.04, 1.47) ** | |
≥$75,000 | 14,587 (37.5) | 3.8 (3.4, 4.2) | ref | ref | |
Regiond | 0.024 | ||||
Northeast | 6,784 (17.3) | 5.0 (4.4, 5.7) | ref | ref | |
Midwest | 8,391 (22.8) | 6.0 (5.4, 67) | 1.19 (1.01, 1.40) * | 1.18 (0.99, 1.41) | |
South | 14,379 (37.7) | 6.4 (5.9, 7.0) | 1.35 (1.18, 1.56) *** | 1.29 (1.11,1.51) *** | |
West | 11,785 (22.2) | 6.1 (5.4, 6.9) | 1.37 (1.17, 1.61) *** | 1.35 (1.13, 1.60) *** | |
Hearing health questions | |||||
Have been told you have a hearing problem by friends or relatives | < 0.001 | ||||
Yes | 2,948 (15.8) | 33.9 (31.8, 36.0) | 11.41 (9.53, 13.66) *** | 26.97 (19.89, 36.68) *** | |
No | 15,419 (84.2) | 1.9 (1.6, 2.2) | ref | ref | |
Ever used a hearing aid | < 0.001 | ||||
Yes | 827 (4.4) | 72.7 (68.5, 76.4) | 12.32 (10.67, 14.23) *** | 24.04 (19.47, 29.68) *** | |
No | 17,564 (95.6) | 4.0 (3.7, 4.4) | ref | ref | |
Reported hearing acuity (without a hearing aid or other amplification device) | < 0.001 | ||||
Excellent | 8,947 (49.4) | 0.5 (0.4, 0.8) | ref | ||
Good | 6,080 (32.7) | 1.5 (1.2, 1.9) | 2.21 (1.42, 3.41) *** | ||
A little trouble | 2,076 (11.1) | 17.7 (15.8, 19.8) | 23.22 (15.67, 34.41) *** | ||
Moderate trouble | 790 (4.2) | 51.0 (46.5, 55.4) | 64.82 (43.86, 95.82) *** | ||
A lot of trouble | 449 (2.3) | 82.0 (77.3, 85.9) | 112.88 (77.83, 163.70) *** | ||
Deaf | 49 (0.3) | 99.9 (92.4, 100.0) | 157.06 (109.25, 225.80) *** | ||
Gallaudet Functional Hearing Scale | <0.001 | ||||
(a) Can hear and understand whispering from across a quiet room without seeing face of speaker | 14,541 (35.2) | 2.3 (2.0, 2.7) | ref | ref | |
(b) If “no” to (a): Can hear and understand talking in a normal voice across a quiet room without seeing face of speaker | 2,639 (6.1) | 15.6 (14.0, 17.4) | 3.75 (3.18, 4.42) *** | 6.03 (4.56, 7.98) *** | |
(c) If “no” to (a) and (b): Can hear and understand shouting across a quiet room without seeing face of person shouting | 683 (1.6) | 54.0 (49.0, 59.0) | 12.33 (10.18, 14.94) *** | 29.18 (21.83, 39.02) *** | |
(d) If “no” to (a), (b), and (c) | 260 (0.6) | 70.5 (63.4, 76.8) | 17.04 (13.50, 21.52) *** | 43.87 (31.33, 61.43) *** | |
Have trouble hearing when there is background noise | <0.001 | ||||
Never | 10,201 (55.9) | 1.3 (1.0, 1.6) | ref | ref | |
Seldom | 4,074 (22.0) | 3.7 (3.1, 4.6) | 2.29 (1.73, 3.03) *** | 5.41 (2.88, 10.16) *** | |
About half the time | 1,735 (9.4) | 17.2 (15.0, 19.6) | 7.78 (6.13, 9.87) *** | 23.79 (13.78, 41.07) *** | |
Usually | 1,256 (6.8) | 24.4 (21.6, 27.4) | 10.83 (8.60, 13.63) *** | 39.43 (23.05, 67.45) *** | |
Always | 1,092 (5.7) | 38.0 (34.4, 41.7) | 17.17 (13.83, 21.31) *** | 72.53 (43.36, 121.33) *** | |
Feel frustrated with your hearing when talking to friends or relatives | < 0.001 | ||||
Never | 5,760 (60.6) | 5.1 (4.5, 5.8) | ref | ref | |
Seldom | 2,072 (22.9) | 14.3 (12.5, 16.3) | 2.38 (1.97, 2.87) *** | 3.17 (2.37, 4.2) *** | |
About half the time | 805 (8.4) | 30.4 (26.3, 34.7) | 4.72 (3.88, 5.75) *** | 8.07 (6.11, 10.65) *** | |
Usually | 453 (4.4) | 45.3 (39.5, 51.2) | 6.69 (5.48, 8.18) *** | 12.55 (9.46, 16.66) *** | |
Always | 331 (3.3) | 70.1 (63.2, 76.2) | 10.83 (9.17, 12.89) *** | 22.79 (17.85, 29.10) *** |
Note: Boldface indicates statistical significance (*p<0.05; **p<0.01; ***p<0.001) compared to the ref groups.
Subjects with missing data for any sociodemographic variables were omitted from the analysis.
The prevalence ratio was computed by conducting multivariable-adjusted logistic regression analyses. Two separate analyses were conducted: one analysis was conducted for sociodemographic variables that included age, sex, race/ethnicity, education, income, and region in the model; the other analysis was conducted for hearing-related variables, which included corresponding hearing variable plus above sociodemographic variables in the model.
The participants who reported both “deaf or had serious difficulty hearing” and “Excellent” or “Good” or “A little trouble hearing” were excluded from this analysis.
Northeast region includes Connecticut, Maine, Massachusetts, New Hampshire, New Jersey, New York, Pennsylvania, Rhode Island, and Vermont; Midwest region includes Illinois, Indiana, Iowa, Kansas, Michigan, Minnesota, Missouri, Nebraska, North Dakota, Ohio, South Dakota, and Wisconsin; South region includes Alabama, Arkansas, Delaware, District of Columbia, Florida, Georgia, Kentucky, Louisiana, Maryland, Mississippi, North Carolina, Oklahoma, South Carolina, Tennessee, Texas, Virginia, and West Virginia; West region includes Alaska, Arizona, California, Colorado, Hawaii, Idaho, Montana, Nevada, New Mexico, Oregon, Utah, Washington, and Wyoming.
NHIS, National Health Interview Survey; PR, prevalence ratio.
Further evidence of empirical validity for the deafness or serious difficulty hearing question was provided by comparison to the NHIS-HS hearing health questions (Table 3). The prevalence increased with increasing degree of reported trouble hearing. Similar increases in prevalence were seen for increasing levels of the Gallaudet Functional Hearing Scale. The prevalence was higher among those who had been told by friends or relatives they had a hearing problem and much higher if they had ever used a hearing aid. As the frequency of “hearing trouble when background noise is present” increased, so did the prevalence of those who reported deafness or serious difficulty hearing. The prevalence approximately doubled with each level of frustration with their hearing when talking to friends and relatives. The highest prevalence was when they “always” felt frustrated when talking to friends or relatives.
In the 2014 NHIS, there were 27.8% of the sample who reported deaf or serious difficulty hearing and also reported having only a little trouble hearing, whereas 10.5% more reported having good or excellent hearing (Table 2). Given this incongruity, a restricted subsample of individuals who were reported as deaf or had serious difficulty hearing and also reported as having either moderate trouble hearing, a lot of trouble hearing, or who were deaf were analyzed separately. Thus, individuals who reported their hearing as excellent or good or a little trouble hearing were excluded before calculating the PRs shown in the last column of Table 3. Comparing the PRs for the total sample with the subsample showed increased PRs for male sex and age, but negligible differences for race/ethnicity, education, family income, or region. The PR differences were significantly greater in comparing across the hearing health questions (e.g., for ever having used a hearing aid or having trouble hearing when there is background noise).
The adjusted PR of deafness or serious difficulty hearing for males compared with females was 1.9 (95% CI=1.8, 2.0) for the 2016 BRFSS and 1.8 (95% CI=1.6, 1.9) for the 2014 NHIS. Adjusted PRs increased substantially with each decade of life after age 40 years, increasing from 1.4 (BRFSS) or 1.3 (NHIS) for individuals aged 30–39 years to 13.7 (BRFSS) or 25.4 (NHIS) for adults aged ≥80 years (Tables 1 and 3). The largest PR increases occurred in the 2014 NHIS in association with self-reported trouble hearing. The prevalence of deafness or serious difficulty hearing for adults with excellent hearing was 0.5% compared with 82.0% for adults with a lot of trouble hearing and 99.9% for deaf. Other hearing health variables in Table 3 that reflected increased hearing difficulty also had greatly increased PRs.
Weighted prevalence of deafness or serious difficulty hearing by state from the 2016 BRFSS is shown in Table 4. Prevalence estimates ranged from the lowest, 3.8% and 3.9% in Illinois and New York, respectively, to the highest, 10.5% and 13.3% in Kentucky and West Virginia, respectively. West Virginia had the highest prevalence for both males, 17.0%, and females, 9.9%. Seven states had prevalence estimates for males that were at least double the prevalence estimates for females: four were contiguous states in the Midwest or West, Nebraska (male 8.3%, female 4.0%); South Dakota (10.3%, 5.0%); Wyoming (12.7%, 5.6%); and Montana (13.2%, 6.1%), whereas the other three states adjoin each other in the South, Alabama (9.9%, 4.7%); Louisiana (7.6%, 3.2%); and Texas (7.4%, 3.3%). The lowest male-to-female PRs were in the District of Columbia (4.0%, 4.6%) and Alaska (5.8%, 4.9%).
Table 4.
All adults | Men | Women | ||||
---|---|---|---|---|---|---|
States | n | % (95% CI) | n | % (95% CI) | n | % (95% CI) |
All | 463,595 | 5.8 (5.7, 5.9) | 201,050 | 7.2 (7.0, 7.4) | 262,494 | 4.5 (4.3, 4.6) |
Alabama | 6,854 | 7.2 (6.5, 8.0) | 2,731 | 9.9 (8.6, 11.4) | 4,123 | 4.7 (4.1, 5.5) |
Alaska | 2,843 | 5.3 (4.3, 6.7) | 1,335 | 5.8 (4.3, 7.7) | 1,508 | 4.9 (3.5, 6.8) |
Arizona | 10,642 | 7.5 (6.9, 8.3) | 4,423 | 9.0 (8.0, 10.2) | 6,219 | 6.1 (5.3, 7.1) |
Arkansas | 5,165 | 9.1 (7.9, 10.4) | 1,943 | 12.0 (10.0, 14.2) | 3,222 | 6.3 (5.1, 7.8) |
California | 10,814 | 4.7 (4.2, 5.2) | 5,177 | 5.2 (4.5, 6.1) | 5,636 | 4.1 (3.5, 4.8) |
Colorado | 13,779 | 4.5 (4.1, 4.9) | 6,254 | 5.3 (4.7, 6.0) | 7,524 | 3.6 (3.2, 4.1) |
Connecticut | 10,760 | 5.0 (4.5, 5.5) | 4,616 | 6.1 (5.3, 7.0) | 6,144 | 4.0 (3.5, 4.6) |
Delaware | 3,963 | 6.5 (5.7, 7.5) | 1,765 | 7.7 (6.3, 9.2) | 2,198 | 5.5 (4.4, 6.8) |
District of Columbia | 3,803 | 4.3 (3.6, 5.2) | 1,570 | 4.0 (3.2, 5.1) | 2,227 | 4.6 (3.5, 5.9) |
Florida | 35,617 | 6.1 (5.7, 6.6) | 15,035 | 7.4 (6.7, 8.2) | 20,579 | 4.9 (4.4, 5.5) |
Georgia | 5,216 | 5.2 (4.6, 6.0) | 2,131 | 6.6 (5.5, 7.9) | 3,084 | 4.0 (3.3, 4.8) |
Hawaii | 7,879 | 6.4 (5.7, 7.2) | 3,674 | 7.5 (6.4, 8.7) | 4,204 | 5.3 (4.4, 6.5) |
Idaho | 5,101 | 4.4 (3.8, 5.0) | 2,131 | 5.6 (4.6, 6.7) | 2,970 | 3.2 (2.5, 4.0) |
Illinois | 4,648 | 3.8 (3.3, 4.4) | 2,043 | 4.6 (3.8, 5.7) | 2,605 | 3.0 (2.4, 3.8) |
Indiana | 10,787 | 5.1 (4.6, 5.7) | 4,445 | 6.1 (5.4, 7.0) | 6,342 | 4.2 (3.5, 4.9) |
Iowa | 7,077 | 6.5 (5.9, 7.1) | 3,130 | 8.0 (7.1, 9.1) | 3,946 | 4.9 (4.2, 5.8) |
Kansas | 11,694 | 7.0 (6.5, 7.6) | 5,146 | 9.1 (8.3, 10.1) | 6,545 | 5.0 (4.4, 5.6) |
Kentucky | 10,071 | 10.5 (9.7, 11.3) | 4,110 | 13.1 (11.8, 14.6) | 5,961 | 7.9 (7.1, 8.9) |
Louisiana | 5,092 | 5.4 (4.7, 6.2) | 1,907 | 7.6 (6.4, 9.1) | 3,185 | 3.2 (2.6, 4.0) |
Maine | 9,825 | 6.3 (5.7, 7.1) | 4,187 | 8.5 (7.3, 9.7) | 5,638 | 4.4 (3.7, 5.1) |
Maryland | 17,865 | 4.1 (3.7, 4.5) | 7,307 | 4.9 (4.2, 5.6) | 10,558 | 3.4 (3.0, 3.8) |
Massachusetts | 8,111 | 5.8 (5.1, 6.6) | 3,808 | 6.7 (5.6, 7.8) | 4,302 | 4.9 (4.1, 5.9) |
Michigan | 11,748 | 7.1 (6.5, 7.7) | 5,233 | 8.1 (7.3, 9.0) | 6,515 | 6.2 (5.5, 6.9) |
Minnesota | 16,430 | 6.0 (5.6, 6.4) | 7,773 | 7.7 (7.1, 8.4) | 8,657 | 4.4 (3.9, 4.9) |
Mississippi | 5,039 | 9.1 (8.1, 10.2) | 1,929 | 11.8 (10.1, 13.8) | 3,109 | 6.6 (5.7, 7.8) |
Missouri | 6,987 | 6.8 (6.0, 7.6) | 3,001 | 8.5 (7.3, 9.9) | 3,983 | 5.1 (4.3, 6.0) |
Montana | 5,885 | 9.7 (8.8, 10.7) | 2,677 | 13.2 (11.7, 14.9) | 3,206 | 6.1 (5.1, 7.2) |
Nebraska | 14,912 | 6.1 (5.6, 6.6) | 6,517 | 8.3 (7.5, 9.1) | 8,395 | 4.0 (3.5, 4.6) |
Nevada | 4,265 | 7.0 (6.0, 8.1) | 1,928 | 8.1 (6.7, 9.8) | 2,337 | 5.9 (4.7, 7.4) |
New Hampshire | 6,283 | 6.8 (6.1, 7.6) | 2,796 | 8.2 (7.1, 9.6) | 3,487 | 5.4 (4.6, 6.4) |
New Jersey | 7,413 | 5.3 (4.6, 6.0) | 3,183 | 6.2 (5.2, 7.5) | 4,230 | 4.4 (3.6, 5.3) |
New Mexico | 5,873 | 7.5 (6.6, 8.4) | 2,539 | 8.5 (7.2, 9.9) | 3,334 | 6.5 (5.4, 7.8) |
New York | 32,709 | 3.9 (3.5, 4.3) | 14,404 | 4.7 (4.1, 5.4) | 18,305 | 3.2 (2.7, 3.7) |
North Carolina | 6,410 | 5.9 (5.3, 6.7) | 2,918 | 7.3 (6.3, 8.4) | 3,489 | 4.7 (3.9, 5.6) |
North Dakota | 5,584 | 4.8 (4.2, 5.5) | 2,547 | 6.3 (5.3, 7.3) | 3,037 | 3.4 (2.7, 4.3) |
Ohio | 12,142 | 6.8 (6.2, 7.5) | 5,040 | 8.5 (7.4, 9.6) | 7,102 | 5.3 (4.6, 6.1) |
Oklahoma | 6,771 | 9.4 (8.6, 10.2) | 2,742 | 12.0 (10.7, 13.4) | 4,029 | 6.8 (6.0, 7.9) |
Oregon | 5,181 | 5.5 (4.9, 6.2) | 2,305 | 7.3 (6.2, 8.5) | 2,870 | 3.7 (3.1, 4.5) |
Pennsylvania | 6,658 | 5.3 (4.6, 6.0) | 3,082 | 6.7 (5.7, 7.9) | 3,576 | 3.9 (3.2, 4.8) |
Rhode Island | 5,323 | 5.6 (4.9, 6.4) | 2,182 | 7.0 (5.8, 8.3) | 3,141 | 4.4 (3.6, 5.3) |
South Carolina | 10,987 | 7.0 (6.4, 7.7) | 4,512 | 8.9 (7.9, 10.0) | 6,475 | 5.3 (4.6, 6.0) |
South Dakota | 5,690 | 7.7 (6.6, 8.8) | 2,455 | 10.3 (8.6, 12.4) | 3,235 | 5.0 (4.1, 6.2) |
Tennessee | 5,976 | 7.7 (6.9, 8.6) | 2,545 | 9.5 (8.2, 11.1) | 3,429 | 6.0 (5.2, 7.0) |
Texas | 11,327 | 5.3 (4.6, 6.2) | 4,648 | 7.4 (6.2, 8.9) | 6,679 | 3.3 (2.6, 4.1) |
Utah | 10,704 | 5.2 (4.8, 5.8) | 4,964 | 6.4 (5.7, 7.2) | 5,724 | 4.1 (3.5, 4.7) |
Vermont | 6,379 | 6.4 (5.7, 7.1) | 2,822 | 7.6 (6.6, 8.9) | 3,557 | 5.2 (4.4, 6.1) |
Virginia | 8,815 | 5.6 (5.1, 6.2) | 3,832 | 6.9 (6.0, 7.8) | 4,983 | 4.4 (3.8, 5.1) |
Washington | 13,958 | 5.5 (5.1, 5.9) | 6,280 | 6.9 (6.3, 7.7) | 7,678 | 4.1 (3.6, 4.6) |
West Virginia | 7,065 | 13.3 (12.5, 14.3) | 3,117 | 17.0 (15.6, 18.5) | 3,948 | 9.9 (8.9, 10.9) |
Wisconsin | 5,037 | 5.8 (5.0, 6.7) | 2,287 | 7.3 (6.1, 8.7) | 2,750 | 4.4 (3.4, 5.6) |
Wyoming | 4,438 | 9.2 (8.1, 10.5) | 1,924 | 12.7 (10.9, 14.8) | 2,514 | 5.6 (4.4, 7.1) |
BRFSS, Behavioral Risk Factor Surveillance System.
DISCUSSION
The estimated prevalence of deafness or serious difficulty hearing in adults aged 18 years and older was 6.0% (14.1 million) in the 2014 NHIS and 5.8% (14.0 million) in the 2016 BRFSS. Higher prevalence estimates were observed for males, NH whites, those not completing high school, or with family income less than $20,000. Prevalence increased greatly with age and decreased with higher levels of education and family income. These findings are consistent with other recent reports.9,21
Hearing disability is strongly linked to age. This study found 67% of those who reported deafness or serious difficulty hearing were aged 60 years and older, which is consistent with earlier reports based on National Health and Nutrition Examination Survey audiometric exams.8 Older adults with age-related hearing loss are expected to increase in the U.S. due to the aging population of Baby Boomers as well as the expected increase in life span.9,11 A number of adverse outcomes (e.g., cognitive decline, depression, falls) are associated with hearing loss and increase as the severity worsens.
Hispanic and NH black adults have higher overall prevalence of disability than NH whites.22–24 By contrast, the prevalence of hearing loss is lower among Hispanic and NH black adults than among NH whites,25–27 which is consistent with findings in the present study. The difference between NH white and NH black adults exist even after adjustment for noise exposure and SES.28 Some studies have suggested black individuals have significantly greater cochlear melanin content than white individuals, which may underlie the decreased risk of age-related hearing loss observed in epidemiologic studies.29 The physiological basis for racial/ethnic differences remains under study.
Both the 2014 NHIS and 2016 BRFSS showed higher prevalence of deafness or serious difficulty hearing in the South and lower prevalence in the Northeast. States in the East South Central (Alabama, Kentucky, Mississippi, and Tennessee) and West Virginia had the highest prevalence of deafness or serious difficulty hearing. This finding is in line with the 2016 America’s Health Rankings Annual Report, which analyzed a comprehensive set of behaviors, community, environmental, and other factors to provide a holistic view of the nation’s health. The East South Central subregion is at or near the top of the list of Most Public Health Challenged States in the 2016 annual report; for example, Mississippi ranked 50th on the list of healthiest states, Alabama 47th, Kentucky 45th, Tennessee 44th, and West Virginia 43rd.30
The prevalences of deafness or serious difficulty hearing for males were more than twofold higher than for females in seven states: Alabama, Louisiana, Montana, Nebraska, North Dakota, Texas, and Wyoming. The reasons for the wide gender gap in these states requires further investigation.
The strengths of this study include the large sample sizes that are statistically representative of the U.S. population. In addition, the BRFSS provided estimates of deafness or serious difficulty hearing by individual states, which have not been reported previously.
Limitations
This study has several limitations. Information based on self-report in the two surveys may be less accurate than that based on objective physical measurements.31,32 Because responses to deafness or serious difficulty hearing are subjective, the potential for bias exists. However, several large epidemiologic studies have reported good sensitivity for self-reported hearing measures overall.33,34 In addition, despite general limitations associated with self-reported information, the BRFSS data have been found to provide reliable and valid estimates on most health outcomes35 that are comparable with those from other national health surveys, including the NHIS and the National Health and Nutrition Examination Survey.36 These results demonstrate that prevalence estimates from the BRFSS correspond well with those from the NHIS, except for people aged 70 years and older who had a reduced prevalence of reported hearing disability. This lower prevalence of deafness or serious difficulty hearing in the BRFSS among older adults could have resulted from the BRFSS being conducted entirely via telephone, unlike the NHIS that is conducted by U.S. census workers in face-to-face household interviews. However, the overall similarity in the estimates of deafness or serious difficulty hearing between the two surveys provides reassurance that the telephone modality of the BRFSS did not substantially affect the overall prevalence of reported hearing disability.
CONCLUSIONS
The prevalence of deafness or serious difficulty hearing in U.S. adults is approximately 6% and is considerably higher in the most public health challenged states based on America’s Health Rankings. Higher prevalence is associated with males, older age, NH white race, lower education, and family income. These findings indicate the need to investigate further the underlying causes of hearing loss and to promote prevention efforts and rehabilitative services for individuals and communities disproportionately affected by hearing disability.
ACKNOWLEDGMENTS
We thank the Centers for Disease Control and Prevention and the State Health Departments for supporting and administering the Behavioral Risk Factor Surveillance System. The Hearing Supplement in the 2014 National Health Interview Survey was supported by the National Institute on Deafness and Other Communication Disorders, NIH. The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of NIH and the Centers for Disease Control and Prevention.
No financial disclosures were reported by the authors of this paper.
REFERENCES
- 1.Stevens G, Flaxman S, Brunskill E, Mascarenhas M, Mathers CD, Finucane M. Global and regional hearing impairment prevalence: an analysis of 42 studies in 29 countries. Eur J Public Health. 2013;23 (1):146–152. 10.1093/eurpub/ckr176. [DOI] [PubMed] [Google Scholar]
- 2.Wilson BS, Tucci DL, Merson MH, O’Donoghue GM. Global hearing health care: new findings and perspectives. Lancet. 2017;390 (10111):2503–2515. 10.1016/S0140-6736(17)31073-5. [DOI] [PubMed] [Google Scholar]
- 3.Jiam NT, Li C, Agrawal Y. Hearing loss and falls: A systematic review and meta-analysis. Laryngoscope. 2016;126(11):2587–2596. 10.1002/lary.25927. [DOI] [PubMed] [Google Scholar]
- 4.Lin FR, Metter EJ, O’Brien RJ, Resnick SM, Zonderman AB, Ferrucci L. Hearing loss and incident dementia. Arch Neurol. 2011;68(2):214–220. 10.1001/archneurol.2010.362. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Li CM, Zhang X, Hoffman HJ, Cotch MF, Themann CL, Wilson MR. Hearing impairment associated with depression in U.S. adults, National Health and Nutrition Examination Survey 2005–2010. JAMA Otolaryngol Head Neck Surg. 2014;140(4):293–302. 10.1001/jamaoto.2014.42. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Gopinath B, Schneider J, McMahon CM, Teber E, Leeder SR, Mitchell P. Severity of age-related hearing loss is associated with impaired activities of daily living. Age Ageing. 2012;41(2):195–200. 10.1093/ageing/afr155. [DOI] [PubMed] [Google Scholar]
- 7.GBD 2015 Disease and Injury Incidence and Prevalence Collaborators. Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet. 2016;388(10053):1545–1602. 10.1016/S0140-6736(16)31678-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Hoffman HJ, Dobie RA, Ko CW, Themann CL, Murphy WJ. Hearing threshold levels at age 70 years (65–74 years) in the unscreened older adult population of the United States, 1959–1962 and 1999–2006. Ear Hear. 2012;33(3):437–440. 10.1097/AUD.0b013e3182362790. [DOI] [PubMed] [Google Scholar]
- 9.Hoffman HJ, Dobie RA, Losonczy KG, Themann CL, Flamme GA. Declining prevalence of hearing loss in U.S. adults aged 20 to 69 years. JAMA Otolaryngol Head Neck Surg. 2017;143(3):274–285. 10.1001/jamaoto.2016.3527. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Brody JA, Grant MD. Age-associated diseases and conditions: implications for decreasing late life morbidity. Aging (Milano). 2001;13 (2):64–67. 10.1007/BF03351527. [DOI] [PubMed] [Google Scholar]
- 11.Ortman JM, Velkoff VA, Hogan H. An aging nation: the older population in the United States. Curr Popul Rep Popul Estim Proj. 2014;25–1140:1–28. [Google Scholar]
- 12.Brault MW. Review of Changes to the Measurement of Disability in the 2008 American Community Survey. Washington, DC: U.S. Census Bureau. www.census.gov/content/dam/Census/library/working-papers/2009/demo/2008acs-disability.pdf. Published 2009. Accessed March 28, 2018. [Google Scholar]
- 13.Dorsey R, Graham G. New HHS data standards for race, ethnicity, sex, primary language, and disability status. JAMA. 2011;306(21):2378–2379. 10.1001/jama.2011.1789. [DOI] [PubMed] [Google Scholar]
- 14.Kraus L 2016 Disability Statistics Annual Report. Durham, NH: University of New Hampshire, 2017. [Google Scholar]
- 15.Centers for Disease Control and Prevention (CDC). The Behavioral Risk Factor Surveillance System (BRFSS). www.cdc.gov/brfss/index.html.
- 16.Centers for Disease Control and Prevention (CDC). 2014 National Health Interview Survey (NHIS) Public Use Data Release: Survey Description. CDC, HHS. ftp://ftp.cdc.gov/pub/Health_Statistics/NCHS/Dataset_Documentation/NHIS/2014/srvydesc.pdf. Published 2015. [Google Scholar]
- 17.Schein JD, Gentile A, Haase KW. Development and evaluation of an expanded hearing loss scale questionnaire. Vital Health Stat 2. 1970;37:1–42. [PubMed] [Google Scholar]
- 18.Graubard BI, Korn EL. Predictive margins with survey data. Biometrics. 1999;55(2):652–659. 10.1111/j.0006-341X.1999.00652.x. [DOI] [PubMed] [Google Scholar]
- 19.Zhang J, Yu KF. What’s the relative risk? A method of correcting the odds ratio in cohort studies of common outcomes. JAMA. 1998;280 (19):1690–1691. 10.1001/jama.280.19.1690. [DOI] [PubMed] [Google Scholar]
- 20.Austin PC. Absolute risk reductions, relative risks, relative risk reductions, and numbers needed to treat can be obtained from a logistic regression model. J Clin Epidemiol. 2010;63(1):2–6. 10.1016/j.jclinepi.2008.11.004. [DOI] [PubMed] [Google Scholar]
- 21.Emmett SD, Francis HW. The socioeconomic impact of hearing loss in U.S. adults. Otol Neurotol. 2015;36(3):545–550. 10.1097/MAO.0000000000000562. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Stevens AC, Carroll DD, Courtney-Long EA, et al. Adults with one or more functional disabilities—United States, 2011–2014. MMWR Morb Mortal Wkly Rep. 2016;65(38):1021–1025. 10.15585/mmwr.mm6538a1. [DOI] [PubMed] [Google Scholar]
- 23.Hayward MD, Hummer RA, Chiu CT, Gonzalez-Gonzalez C, Wong R. Does the Hispanic paradox in U.S. adult mortality extend to disability? Popul Res Policy Rev. 2014;33(1):81–96. 10.1007/s11113-013-9312-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Dunlop DD, Song J, Manheim LM, Daviglus ML, Chang RW. Racial/ethnic differences in the development of disability among older adults. Am J Public Health. 2007;97(12):2209–2215. 10.2105/AJPH.2006.106047. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Agrawal Y, Platz EA, Niparko JK. Prevalence of hearing loss and differences by demographic characteristics among U.S. adults: data from the National Health and Nutrition Examination Survey, 1999–2004. Arch Intern Med. 2008;168(14):1522–1530. 10.1001/archinte.168.14.1522. [DOI] [PubMed] [Google Scholar]
- 26.Helzner EP, Cauley JA, Pratt SR, et al. Race and sex differences in age-related hearing loss: the Health, Aging and Body Composition Study. J Am Geriatr Soc. 2005;53(12):2119–2127. 10.1111/j.1532-5415.2005.00525.x. [DOI] [PubMed] [Google Scholar]
- 27.Lin FR, Maas P, Chien W, Carey JP, Ferrucci L, Thorpe R. Association of skin color, race/ethnicity, and hearing loss among adults in the USA. J Assoc Res Otolaryngol. 2012;13(1):109–117. 10.1007/s10162-011-0298-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Ishii EK, Talbott EO. Race/ethnicity differences in the prevalence of noise-induced hearing loss in a group of metal fabricating workers. J Occup Environ Med. 1998;40(8):661–666. 10.1097/00043764-199808000-00001. [DOI] [PubMed] [Google Scholar]
- 29.Sun DQ, Zhou X, Lin FR, Francis HW, Carey JP, Chien WW. Racial difference in cochlear pigmentation is associated with hearing loss risk. Otol Neurotol. 2014;35(9):1509–1514. 10.1097/MAO.0000000000000564. [DOI] [PubMed] [Google Scholar]
- 30.United Health Foundation. America’s Health Rankings® Annual Report. 2016. https://assets.americashealthrankings.org/app/uploads/ahr16-complete-v2.pdf.
- 31.Swanepoel de W, Eikelboom RH, Hunter ML, Friedland PL, Atlas MD. Self-reported hearing loss in baby boomers from the Busselton Healthy Ageing Study: audiometric correspondence and predictive value. J Am Acad Audiol. 2013;24(6):514–521. 10.3766/jaaa.24.6.7. [DOI] [PubMed] [Google Scholar]
- 32.Engdahl B, Tambs K, Hoffman HJ. Otoacoustic emissions, pure-tone audiometry, and self-reported hearing. Int J Audiol. 2013;52(2):74–82. 10.3109/14992027.2012.733423. [DOI] [PubMed] [Google Scholar]
- 33.Nondahl DM, Cruickshanks KJ, Wiley TL, Tweed TS, Klein R, Klein BE. Accuracy of self-reported hearing loss. Audiology. 1998;37(5):295–301. 10.3109/00206099809072983. [DOI] [PubMed] [Google Scholar]
- 34.Sindhusake D, Mitchell P, Smith W, et al. Validation of self-reported hearing loss. The Blue Mountains Hearing Study. Int J Epidemiol. 2001;30(6):1371–1378. 10.1093/ije/30.6.1371. [DOI] [PubMed] [Google Scholar]
- 35.Pierannunzi C, Hu SS, Balluz L. A systematic review of publications assessing reliability and validity of the Behavioral Risk Factor Surveillance System (BRFSS), 2004–2011. BMC Med Res Methodol. 2013;13:49. 10.1186/1471-2288-13-49. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Li C, Balluz LS, Ford ES, Okoro CA, Zhao G, Pierannunzi C. A comparison of prevalence estimates for selected health indicators and chronic diseases or conditions from the Behavioral Risk Factor Surveillance System, the National Health Interview Survey, and the National Health and Nutrition Examination Survey, 2007–2008. Prev Med. 2012;54 (6):381–387. 10.1016/j.ypmed.2012.04.003. [DOI] [PubMed] [Google Scholar]